techforgood, Twitter, 5/31/2019 8:16:51 AM, 198608


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techforgood_2019-05-31_00-31-21.xlsx
techforgood_2019-05-31_00-31-21.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 31, 2019
Short Description:
techforgood via NodeXL http://bit.ly/2Wuc7uD
@vivatech
@techforgoodtv
@orange
@digitalagenda_
@bg_ventures
@dme_health
@ibm
@thomas_harrer
@digital_ladies
@womentechbot

Top hashtags:
#techforgood
#tech
#innovation
#technology
#news
#techtrends
#ai
#technologies

Description:
Description
The graph represents a network of 4,293 Twitter users whose recent tweets contained "techforgood", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 31 May 2019 at 07:38 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 18-minute period from Tuesday, 21 May 2019 at 16:08 UTC to Friday, 31 May 2019 at 07:27 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 4293
Unique Edges : 6505
Edges With Duplicates : 2242
Total Edges : 8747
Self-Loops : 864
Reciprocated Vertex Pair Ratio : 0.0582692005654154
Reciprocated Edge Ratio : 0.110121697833185
Connected Components : 565
Single-Vertex Connected Components : 200
Maximum Vertices in a Connected Component : 2356
Maximum Edges in a Connected Component : 6044
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.089986
Graph Density : 0.000365687743696852
Modularity : 0.707626
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://bethnalgreenventures.com/apply/
[15] https://www.mckinsey.com/featured-insights/future-of-work/tech-for-good-using-technology-to-smooth-disruption-and-improve-well-being?cid=other-soc-twi-mgi-mgi-oth-1905
[13] https://yellrobot.com/elephant-listening-project-ai-conservation-metrics/
[12] https://www.indiegogo.com/projects/the-avanco-hear-earbuds-with-hearing-aid-mode
[12] https://www.google.org/
[11] https://vu.city//
[10] https://www.challenges.fr/economie/enquete-sur-le-phenomene-tech-for-good_656386
[9] http://r.socialstudio.radian6.com/1987a02b-9039-48bc-858d-f058fe6c837c
[9] https://chut.leschuchoteuses.fr/portraits/ombline-le-lasseur-kisskissbankbank-mobilisation-citoyenne/
[8] https://r1.dotdigital-pages.com/p/9LG-CJC/uktech19-nominations-form

Top URLs in Tweet in G1:
[23] https://bethnalgreenventures.com/apply/
[7] https://www.nesta.org.uk/event/new-urban-visions-bringing-digital-social-innovation-city-hall/
[7] http://newurbanvisions.splashthat.com/
[6] https://futurebusinesscentre.co.uk/future-20
[5] https://digitalagenda.io/insight/how-can-tech-help-us-manage-our-mental-health-and-where-is-more-work-needed/?utm_source=Twitter&utm_medium=blog_promo&utm_campaign=comms&utm_content=Kate_Sutton
[5] https://weinsocialtech.co.uk/2019/05/01/we-in-social-tech-partner-stories-clearlyso
[4] https://www.eventbrite.co.uk/e/women-driven-development-techitforward-evening-at-thoughtworks-tickets-61417752150
[3] https://digileaders100.com/
[3] https://www.meetup.com/Tech-for-Good-Live/events/260912555/
[3] https://digileaders.com/events/panel-discussion-the-role-of-tech-for-good-in-addressing-mental-health/

Top URLs in Tweet in G2:
[14] https://www.mckinsey.com/featured-insights/future-of-work/tech-for-good-using-technology-to-smooth-disruption-and-improve-well-being?cid=other-soc-twi-mgi-mgi-oth-1905
[8] https://yellrobot.com/elephant-listening-project-ai-conservation-metrics/
[6] https://www.mckinsey.com/featured-insights/future-of-work/tech-for-good-using-technology-to-smooth-disruption-and-improve-well-being
[5] https://www.cnet.com/news/for-fukushimas-nuclear-disaster-robots-may-be-the-only-hope/#ftag=COS-05-10aaa0j
[4] https://goimpact.today/impact-channel
[4] https://www.forbes.com/sites/alexknapp/2019/04/03/this-data-startup-is-using-machine-learning-and-aerial-images-to-reduce-risks-from-wildfires/?ss=ai-big-data#4c47d3541a3d
[4] https://start.lesechos.fr/actus/digital-technologie/la-tech-for-good-cela-peut-rapporter-gros-15065.php?xtor=CS2-12
[2] https://www.vmware.com/radius/impact/world-no-operating-rooms-mercy-ships/
[2] http://r.socialstudio.radian6.com/300a2cae-c8e5-4340-a09e-c37aa2b540b8
[2] https://www.ibm.com/case-studies/cognition-foundry-systems-hardware-linuxone-scalability?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+IBM+Z-_-WW_WW-_-Cognition+Foundry&cm_mmca1=000020YJ&cm_mmca2=10006475&2342687736&linkId=67983088

Top URLs in Tweet in G3:
[6] https://www.eventbrite.fr/e/billets-repenser-linformation-a-lere-du-numerique-61778827135
[3] https://carrieres.candidatus.com/wearephenix
[3] https://www.eventbrite.fr/e/billets-atelier-mesure-dimpact-61097526346?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=estw&utm-source=tw&utm-term=listing
[2] https://blogs.economie.gouv.fr/les-cafes-economiques-de-bercy/evenements/finance-verte-vers-une-croissance-innovante-et-durable/
[2] https://lafrenchtech-rennes.fr/les-matinales/#section-2
[2] https://link.medium.com/3KAskPNQTW
[2] https://www.accenture.com/us-en/insights/future-workforce/artificial-intelligence-blockchain-techforgood
[1] http://www.desertix.com/
[1] https://www.youtube.com/watch?v=bFyKajFbaYA

[1] https://www.youtube.com/watch?v=TFfczxkNDOc


Top URLs in Tweet in G4:
[5] https://www.forbes.fr/technologie/viva-tech-a-la-rencontre-de-la-techforgood/
[3] https://www.bbc.co.uk/news/technology-48232058
[2] https://www.healthcareitnews.com/video/empowering-patients-through-vr-technology
[2] https://www.youtube.com/watch?v=NeN2qoX7xuc&feature=youtu.be

[2] https://yellrobot.com/elephant-listening-project-ai-conservation-metrics/
[2] http://r.socialstudio.radian6.com/1987a02b-9039-48bc-858d-f058fe6c837c
[2] https://nexleaf.org/get-involved/#opportunities
[2] https://twitter.com/AnitaPouplard/status/1131122551214804992
[2] https://www.openwise.co/
[2] https://www.crowdrise.com/o/en/campaign/owl-immersive-2019-dc/danielahgautier1

Top URLs in Tweet in G5:
[7] https://www.challenges.fr/economie/enquete-sur-le-phenomene-tech-for-good_656386
[6] https://www.lci.fr/high-tech/tech-for-good-le-numerique-s-engage-pour-la-planete-2121844.html#
[6] https://www.facebook.com/events/1087559974763658/
[3] https://www.lci.fr/high-tech/tech-for-good-le-numerique-s-engage-pour-la-planete-2121844.html
[3] https://www.presse-citron.net/handicap-microsoft-investit-dans-7-projets-dintelligence-artificielle/
[2] https://www.linkedin.com/pulse/retour-sur-vivatech-2019-jennifer-brohan/
[2] https://twitter.com/muskaankhanna5/status/1133261084540805120
[2] https://umanz.fr/a-la-une/la-tech-for-good-par-mckinsey-5-points-a-retenir
[2] https://twitter.com/MlaniePron1/status/1131607365571239936
[2] https://www.surveygizmo.com/s3/4848665/696bf9d9cf1a

Top URLs in Tweet in G6:
[9] https://chut.leschuchoteuses.fr/portraits/ombline-le-lasseur-kisskissbankbank-mobilisation-citoyenne/
[7] https://www.telegraph.co.uk/technology/2019/05/28/ex-sage-boss-joins-board-health-start-up-locums-nest/
[3] https://blog.lachouette.company/vivatech-2019-de-chouettes-rencontres-autour-du-tech-for-good-48351700b630
[2] https://blog.arca-computing.fr/vivatech-2019-lheure-du-bilan/
[2] https://www.linkedin.com/feed/update/urn:li:activity:6539477600895549441
[2] https://www.elcorreogallego.es/tendencias/ecg/transformacion-digital-centra-foro-abanca-responsable-afundacion/idEdicion-2019-05-25/idNoticia-1184790/
[1] https://twitter.com/talkspirit/status/1133669312865198080
[1] https://digital.nhs.uk/news-and-events/latest-news/nhs-wifi-now-available-to-millions-of-patients
[1] https://www.kingsfund.org.uk/publications/technology-NHS-estate
[1] https://www.england.nhs.uk/2019/05/nhs-skype-doctors-and-nurses-prevent-thousands-of-avoidable-hospital-trips/

Top URLs in Tweet in G7:
[2] https://twitter.com/MicrosoftBerlin/status/1131905672969424897
[2] https://www.eventbrite.co.uk/e/developher-ai-summit-vip-breakfast-conference-tickets-62303813383?mc_cid=8e006d246a&mc_eid=477664197b
[1] https://twitter.com/DigiBewegung/status/1131096222712979456
[1] https://newsroom.porsche.com/de/2019/nachhaltigkeit/porsche-ideenwettbewerb-nachhaltigkeit-mobility-for-a-better-world-17564.html
[1] https://twitter.com/andy_fitze/status/1133226919623888896
[1] https://twitter.com/punktefrau/lists/kinarrative
[1] https://twitter.com/boysdontcrei/status/1131989387397541888
[1] https://www.wuv.de/specials/parallelwelten/die_grenzen_zwischen_analog_und_digital_verschwimmen
[1] https://www.raconteur.net/business-innovation/tech-solutions-global-problems
[1] https://think-about.io/en/speakies/maren_heltsche.html

Top URLs in Tweet in G8:
[8] https://r1.dotdigital-pages.com/p/9LG-CJC/uktech19-nominations-form
[7] http://r.socialstudio.radian6.com/1987a02b-9039-48bc-858d-f058fe6c837c
[6] https://www.google.org/
[3] https://www.itnewsafrica.com/2019/05/vodacoms-mum-baby-service-empowers-1-4-million-mothers/
[2] https://www.ictworks.org/grant-funding-humanitarian-technology/#.XOxFCd-AKQY.twitter
[2] https://www.ictworks.org/digital-financial-services-improve-global-health/#.XO7ub47vjTc.twitter
[2] https://techforgoodhub.co.uk/2019-tech-for-good-longlist
[2] https://mailchi.mp/08b0e3963bac/funding-announcement-comic-relief-phf-announce-600000-for-13-new-tech-for-good-projects-370101
[2] https://twitter.com/i_DigitalHealth/status/1130992168003358720
[2] https://www.charitydigitalnews.co.uk/2019/05/23/applications-wanted-for-google-org-impact-challenge/

Top URLs in Tweet in G9:
[3] https://www.maddyness.com/2019/05/21/croix-rouge-francaise-accelerateur/
[1] https://www.eventbrite.co.uk/e/women-driven-development-techitforward-evening-at-thoughtworks-tickets-61417752150
[1] https://www.frenchweb.fr/appel-a-candidatures-tech4islands-awards/358216
[1] https://www.ladn.eu/tech-a-suivre/lexique-tech-for-good/
[1] https://www.ashoka.org/fr-FR/la-tech-tremplin-de-l-innovation-sociale?fbclid=IwAR2krcdAfegSrM8dghVYZHrzqLpJD7sc-owZcbV9o2pnmRO80fRlVJB5Wes
[1] https://www.eventbrite.co.uk/e/ni-tech-for-good-showcase-tickets-61044551898
[1] https://familylinks.icrc.org/europe

Top URLs in Tweet in G10:
[2] https://www.forbes.fr/technologie/viva-tech-a-la-rencontre-de-la-techforgood/
[1] https://twitter.com/cedric_o/status/1133668065596583936
[1] https://www.ladn.eu/tech-a-suivre/lexique-tech-for-good/
[1] https://twitter.com/Sciences_C/status/1121414867280330752
[1] https://www.scoop.it/topic/dynamiques-humaines-responsables/p/4107595075/2019/05/16/vivatech-notre-selection-pour-explorer-le-salon-parisien-de-la-technologie?utm_medium=social&utm_source=twitter
[1] https://twitter.com/FlorianBercault/status/1131567698784194561
[1] https://www.ladn.eu/entreprises-innovantes/techforgood/management-diversite-entreprise-inclusive/
[1] https://www.magazine-decideurs.com/news/cedric-o-au-coeur-du-reseau

Top Domains
Top Domains in Tweet in Entire Graph:
[327] twitter.com
[89] co.uk
[52] youtube.com
[32] lnkd.in
[29] theverge.com
[28] techcrunch.com
[27] mckinsey.com
[26] digitalagenda.io
[25] bethnalgreenventures.com
[19] forbes.com

Top Domains in Tweet in G1:
[26] co.uk
[26] digitalagenda.io
[25] bethnalgreenventures.com
[21] twitter.com
[8] splashthat.com
[8] org.uk
[4] digileaders.com
[4] clearlyso.com
[4] nextbillion.net
[3] digileaders100.com

Top Domains in Tweet in G2:
[26] mckinsey.com
[13] twitter.com
[8] yellrobot.com
[7] ibm.com
[6] forbes.com
[5] goimpact.today
[5] weforum.org
[5] cnet.com
[5] curioustimes.in
[4] youtube.com

Top Domains in Tweet in G3:
[10] twitter.com
[9] eventbrite.fr
[3] youtube.com
[3] candidatus.com
[2] gouv.fr
[2] festech.org
[2] la-ruche.net
[2] linkedin.com
[2] lafrenchtech-rennes.fr
[2] medium.com

Top Domains in Tweet in G4:
[54] twitter.com
[9] lnkd.in
[6] co.uk
[6] youtube.com
[6] ibm.com
[5] forbes.fr
[4] linkedin.com
[3] google.com
[3] medium.com
[3] msft.it

Top Domains in Tweet in G5:
[24] twitter.com
[10] lci.fr
[7] challenges.fr
[6] facebook.com
[5] presse-citron.net
[4] lesechos.fr
[2] linkedin.com
[2] umanz.fr
[2] surveygizmo.com
[1] mypharma-editions.com

Top Domains in Tweet in G6:
[13] twitter.com
[9] leschuchoteuses.fr
[7] co.uk
[3] lachouette.company
[2] nhs.uk
[2] arca-computing.fr
[2] linkedin.com
[2] elcorreogallego.es
[2] lnkd.in
[1] org.uk

Top Domains in Tweet in G7:
[8] twitter.com
[2] co.uk
[1] porsche.com
[1] wuv.de
[1] raconteur.net
[1] think-about.io
[1] wiwo.de
[1] youtube.com
[1] noisolation.com
[1] xing.com

Top Domains in Tweet in G8:
[13] co.uk
[12] twitter.com
[8] dotdigital-pages.com
[7] radian6.com
[6] google.org
[5] ictworks.org
[3] itnewsafrica.com
[2] mailchi.mp
[2] engineeringforchange.org
[2] ssir.org

Top Domains in Tweet in G9:
[3] maddyness.com
[2] co.uk
[1] frenchweb.fr
[1] ladn.eu
[1] ashoka.org
[1] icrc.org

Top Domains in Tweet in G10:
[3] twitter.com
[2] ladn.eu
[2] forbes.fr
[1] scoop.it
[1] magazine-decideurs.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2784] techforgood
[709] tech
[417] innovation
[350] technology
[291] news
[244] techtrends
[237] ai
[235] technologies
[220] information
[219] solutions



Top Hashtags in Tweet in G1:
[346] techforgood
[25] tech
[25] ai
[21] impactawards
[17] future20
[16] startups
[16] dsi
[14] socent
[14] womenintech
[14] newurbanvisions

Top Hashtags in Tweet in G2:
[206] techforgood
[106] ai
[59] ibm
[52] tech
[45] innovation
[40] robots
[38] robotics
[38] iot
[36] newcollar
[34] ikea

Top Hashtags in Tweet in G3:
[163] techforgood
[26] bigdata
[25] techforrescue
[24] smalldata
[13] ess
[11] vivatech
[11] startups
[10] tekhnè
[10] orangestartup
[10] matinale

Top Hashtags in Tweet in G4:
[217] techforgood
[23] technology
[21] tech
[14] ai
[10] innovation
[7] startups
[7] microsoftedu
[6] blockchain
[5] technews
[5] vivatech

Top Hashtags in Tweet in G5:
[143] techforgood
[29] it4kids
[25] it4girls
[17] ffwomenintech
[15] scratch
[15] bangalore
[15] blockchain
[13] vivatech
[13] india
[13] kids

Top Hashtags in Tweet in G6:
[106] techforgood
[27] healthtech
[18] vivatech
[12] startup
[11] ia
[10] nhs
[10] healthcare
[9] womenintech
[9] crowdfunding
[9] technology

Top Hashtags in Tweet in G7:
[93] techforgood
[45] digitalebewegung
[7] kinarrative
[7] sdgs
[6] globalgoals
[5] techitforward
[4] womenintech
[4] solving
[4] problems
[2] digitalisierung

Top Hashtags in Tweet in G8:
[83] techforgood
[17] ai
[16] responsibleai
[12] aiforgood
[9] sdgs
[8] uktech19
[6] ict4d
[4] ehealth
[4] mhealth
[4] mentalhealth

Top Hashtags in Tweet in G9:
[50] techforgood
[6] womenintech
[6] digigovuk19
[6] wefevents
[3] innovation
[3] tech4islands
[2] socent
[2] ess
[2] lancement21
[2] techitforward

Top Hashtags in Tweet in G10:
[22] techforgood
[11] tech
[6] vivatech
[6] innovation
[6] iot
[6] ia
[6] startup
[4] viva
[3] lemans
[3] sarthe

Top Words
Top Words in Tweet in Entire Graph:
[4125] Words in Sentiment List#1: Positive
[882] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[101239] Non-categorized Words
[106246] Total Words
[2783] #techforgood
[720] #tech
[639] et
[523] à
[485] pour

Top Words in Tweet in G1:
[346] #techforgood
[101] bg_ventures
[86] join
[64] tech
[63] great
[56] ventures
[55] digitalagenda_
[54] ambitious
[52] looking
[51] health

Top Words in Tweet in G2:
[205] #techforgood
[106] #ai
[69] thomas_harrer
[62] ibm
[59] #ibm
[52] #tech
[45] #innovation
[40] new
[40] #robots
[38] #robotics

Top Words in Tweet in G3:
[163] #techforgood
[157] à
[117] et
[116] pour
[104] au
[70] l
[62] les
[58] des
[53] est
[48] avec

Top Words in Tweet in G4:
[217] #techforgood
[23] #technology
[21] #tech
[19] tech
[15] more
[14] make
[14] #ai
[13] les
[13] use
[12] help

Top Words in Tweet in G5:
[143] #techforgood
[74] et
[72] pour
[60] à
[46] it_4_girls
[40] sur
[35] les
[30] d
[29] #it4kids
[27] l

Top Words in Tweet in G6:
[106] #techforgood
[92] et
[75] à
[57] sur
[57] vivatech
[55] les
[46] des
[43] pour
[42] nous
[42] l

Top Words in Tweet in G7:
[116] digibewegung
[93] #techforgood
[67] mmeckel
[66] join_ada
[66] handelsblatt
[66] beatbalzli
[66] tagesspiegel
[66] vodafone_de
[66] h_ametsreiter
[63] leasteinacker

Top Words in Tweet in G8:
[83] #techforgood
[23] s
[20] tech
[20] google
[19] great
[17] #ai
[17] people
[17] charitydiginews
[16] new
[16] #responsibleai

Top Words in Tweet in G9:
[50] #techforgood
[29] pour
[28] être
[25] à
[22] 21croixrouge
[18] est
[17] c
[17] d
[17] mmarymckenna
[14] 21

Top Words in Tweet in G10:
[22] #techforgood
[20] à
[17] et
[14] forbes_fr
[13] pour
[13] 6
[11] lafrenchtech
[11] #tech
[11] s
[9] comme

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[239] #tech,#techtrends
[229] #techtrends,#techforgood
[226] #techforgood,#technologies
[222] #technology,#innovation
[221] #technologies,#technology
[220] #innovation,#news
[219] #news,#industry
[219] #industry,#tech
[219] #tech,#companies
[219] #companies,#information

Top Word Pairs in Tweet in G1:
[47] #techforgood,ventures
[35] ambitious,#techforgood
[33] problems,around
[33] around,health
[33] health,education
[32] bg_ventures,lookout
[32] lookout,amazing
[32] amazing,#techforgood
[32] ventures,solving
[32] solving,problems

Top Word Pairs in Tweet in G2:
[52] #ibm,#techforgood
[34] #robots,build
[34] build,#ikea
[34] #ikea,chair
[34] chair,20
[34] 20,minutes
[34] minutes,#innovation
[34] #innovation,#robotics
[34] #robotics,#tech
[34] #tech,#iot

Top Word Pairs in Tweet in G3:
[31] jeudi,6
[31] 6,juin
[24] au,wis2019
[23] cycle,tech
[18] startups,#techforgood
[17] liberté,living
[17] living,lab
[17] #techforrescue,pour
[17] c,est
[17] heard,#smalldata

Top Word Pairs in Tweet in G4:
[7] #tech,#techforgood
[6] #technology,#techforgood
[6] use,#techforgood
[5] à,rencontre
[5] rencontre,#techforgood
[5] learn,more
[4] tech,à
[4] check,out
[3] #techtuesday,#techforgood
[3] poverty,#techforgood

Top Word Pairs in Tweet in G5:
[14] gt,gt
[12] techforgood3,#techforgood
[11] socgen_india,it_4_girls
[10] à,l
[9] #ffwomenintech,binta
[9] binta,jammeh
[9] jammeh,konexio_eu
[9] konexio_eu,binta
[9] binta,cofounder
[9] cofounder,jean

Top Word Pairs in Tweet in G6:
[24] retour,images
[24] images,sur
[20] 3,jours
[19] start,up
[18] à,vivatech
[18] sur,vivatech
[18] vivatech,région
[18] région,sud
[18] sud,et
[18] et,les

Top Word Pairs in Tweet in G7:
[66] join_ada,handelsblatt
[66] handelsblatt,beatbalzli
[66] beatbalzli,mmeckel
[66] mmeckel,tagesspiegel
[66] tagesspiegel,vodafone_de
[66] vodafone_de,h_ametsreiter
[63] h_ametsreiter,leasteinacker
[62] digibewegung,join_ada
[30] #techforgood,creating
[29] endlich,soweit

Top Word Pairs in Tweet in G8:
[11] young,people
[10] new,award
[10] award,year
[10] year,uktech_awards
[10] uktech_awards,those
[10] those,companies
[10] companies,delivering
[10] delivering,#techforgood
[10] #techforgood,winner
[10] winner,company

Top Word Pairs in Tweet in G9:
[14] c,est
[13] d,être
[12] partenariat,c
[12] est,grand
[12] grand,honneur
[12] honneur,pour
[12] pour,21
[12] 21,d
[12] être,première
[12] première,structure

Top Word Pairs in Tweet in G10:
[7] eddodrop,et
[7] et,eddoecology
[7] eddoecology,mis
[7] mis,à
[7] à,l'honneur
[7] l'honneur,dans
[7] dans,article
[7] article,forbes_fr
[7] forbes_fr,comme
[7] comme,l'une

Top Replied-To
Top Replied-To in Entire Graph:
@digibewegung
@google
@debdoodah_
@doorastha
@sofiahmich
@capcollectif
@curioustimes
@lenarogl
@cnbarreaux
@kanezadiane

Top Replied-To in G1:
@debdoodah_
@diabetesuk
@ncvochlo
@borrowmydoggy
@thisiscentury
@wewalkio
@teensinai
@allialtd
@sophiemaxwell
@hpuk

Top Replied-To in G2:
@curioustimes
@kanezadiane
@ipfconline1
@frronconi
@mckinsey_mgi
@vg_fco
@sunitagloster
@fadouce

Top Replied-To in G3:
@signesdesens
@laruchedev
@robinchampseix
@sofiahmich
@alex_gnonhoue
@myupcyclea

Top Replied-To in G4:
@anamneseme
@kandosmartwater

Top Replied-To in G5:
@frichesterres
@psb_dc
@maisouvaleweb

Top Replied-To in G6:
@vivatech
@pascalcagni
@loreal
@digitaqui
@circouleur
@bziiitbooster
@christo33dumont

Top Replied-To in G7:
@digibewegung
@lenarogl
@frank_thelen
@helenorgis
@froileinmueller

Top Replied-To in G8:
@google
@nissaramsay
@rebeccawho
@tech4goodsw
@gsmam4d
@sofiahmich
@mentorafrika

Top Mentioned
Top Mentioned in Entire Graph:
@bg_ventures
@digibewegung
@vivatech
@shameelqureshi
@thomas_harrer
@mmeckel
@join_ada
@handelsblatt
@beatbalzli
@tagesspiegel

Top Mentioned in G1:
@bg_ventures
@digitalagenda_
@nellyalavielle
@dsi4eu
@techforgoodlive
@nesta_uk
@clearlyso
@wildlabsnet
@ftrbusiness
@mimsdavies

Top Mentioned in G2:
@thomas_harrer
@ibm
@mckinsey_mgi
@helene_wpli
@ipfconline1
@antgrasso
@mckinsey
@curtisschin
@ginnirometty
@sallyeaves

Top Mentioned in G3:
@orange
@liberte_ll
@latitudestfg
@wis2019
@phenixfr
@lafrancesengage
@laftrsm
@_profilpublic
@reconnectcloud
@permit_to_save

Top Mentioned in G4:
@hayinstitute
@campnerd
@ronalpia
@nexleaf
@apex_zy

Top Mentioned in G5:
@it_4_girls
@socgen_india
@societegenerale
@_libertyrider_
@techforgood3
@digitaly_fr
@50intech
@carolineramade
@pressecitron
@varennechristel

Top Mentioned in G6:
@vivatech
@parishealthcare
@maregionsud
@ulloworld
@kissbankers
@nvelleaquitaine
@myfood
@leschuchoteuses
@paris_twins
@fjeanso

Top Mentioned in G7:
@digibewegung
@mmeckel
@join_ada
@handelsblatt
@beatbalzli
@tagesspiegel
@vodafone_de
@h_ametsreiter
@leasteinacker
@markenarbeiter

Top Mentioned in G8:
@charitydiginews
@itu
@un
@ryanspagnolo
@uktech_awards
@tech_trust
@google
@zoeamar
@pwc
@techforgoodcast

Top Mentioned in G9:
@21croixrouge
@mmarymckenna
@croixrouge
@eddieacopeland
@pj_braithwaite
@techinres
@ashokafrance
@placecube
@cfnireland
@vernonlinda

Top Mentioned in G10:
@forbes_fr
@lafrenchtech
@ladn_eu
@eddodrop
@eddoecology
@cedric_o
@technopolarbois
@mc_lanne
@weem_innovation
@clickandcare_fr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@lopezgovlaw
@nosqldigest
@edinburghwatch
@evankirstel
@gamergeeknews
@ottlegalrebels
@chidambara09
@wwf
@huffpost

Top Tweeters in G1:
@nosqldigest
@gamergeeknews
@wwf
@guardian
@financialtimes
@ft
@machinelearn_d
@fastcompany
@thetimes
@meplzchicken

Top Tweeters in G2:
@evankirstel
@chidambara09
@geoff_deweaver
@marshacollier
@akwyz
@europe1
@debraruh
@andrewmorrisuk
@andytoronto
@cnet

Top Tweeters in G3:
@jeandoobs
@luisb
@fund4cancers
@rudycluzel
@dgmazart
@bymaddyness
@m6
@thomashilbig2
@silvae
@orange

Top Tweeters in G4:
@theiotwarehouse
@gfabre_digital
@cabanes
@asliverarrow
@zalkab
@hafelg
@twwgigi
@apex_zy
@nicolasantonini
@ngobox

Top Tweeters in G5:
@sncf
@virgowhallala
@lpenou
@pardoe_ai
@jeanfrancis
@cathcervoni
@kirkdborne
@davlgd
@psb_dc
@challenges

Top Tweeters in G6:
@calcaware
@nicobaudon
@skype
@cbultel_agence
@chanperco
@frenchweb
@dme_health
@maximilienia
@jayeshmthakur
@egadenne

Top Tweeters in G7:
@martingaedt
@tagesspiegel
@handelsblatt
@hanslak
@postnormalera
@vodafone_de
@bendlerblogger
@wiwo
@climategroup
@pflab

Top Tweeters in G8:
@sectest9
@caring_mobile
@techcrunch
@google
@nordicgeo
@datadrivencare
@un
@billydann1
@industryai
@sohear

Top Tweeters in G9:
@mmarymckenna
@ibn_berlin
@puntofisso
@cro
@cittiecait
@evaprokop
@corynenicq
@martinbell1966
@susanhayes_
@le_hcr

Top Tweeters in G10:
@rldi_lamy
@mediapart
@mariannelemag
@lemonde_pol
@ladonzelle
@mc_lanne
@citedessciences
@sartheinfos
@ladn_eu
@vincentrichet